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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,577 listings found

2006 Ford Taurus SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Taurus SE

Wallingford, CT

UnscoredInsufficient · 0
$3,488149,962 mi

Wallingford, CT

2006 Chevrolet Malibu Maxx LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chevrolet Malibu Maxx LT

Wallingford, CT

UnscoredInsufficient · 0
$3,488217,635 mi

Wallingford, CT

2005 Ford Crown Victoria Police

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Crown Victoria Police

Wallingford, CT

UnscoredInsufficient · 0
$3,488202,193 mi

Wallingford, CT

2000 BMW 5 Series 528I

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 BMW 5 Series 528I

Wallingford, CT

UnscoredInsufficient · 0
$3,488259,160 mi

Wallingford, CT

2009 Dodge Grand Caravan SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Dodge Grand Caravan SE

Wallingford, CT

Unscored
$3,788280,078 mi

Comparison: 6 similar vehicles

Wallingford, CT

2009 Nissan Versa S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Nissan Versa S

Wallingford, CT

Unscored
$4,288200,302 mi

Comparison: 9 similar vehicles

Wallingford, CT

2007 Honda Fit Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Honda Fit Sport

Wallingford, CT

UnscoredInsufficient · 3
$4,288194,701 mi

Comparison: 3 similar vehicles

Wallingford, CT

2008 Lincoln Town Car Signature Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Lincoln Town Car Signature Limited

Wallingford, CT

UnscoredInsufficient · 0
$4,488173,920 mi

Wallingford, CT

2005 Jeep Grand Cherokee Laredo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Jeep Grand Cherokee Laredo

Wallingford, CT

Unscored
$4,488225,535 mi

Comparison: 12 similar vehicles

Wallingford, CT

2015 Subaru XV Crosstrek Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Subaru XV Crosstrek Premium

Wallingford, CT

Unscored
$4,500190,580 mi

Comparison: 13 similar vehicles

Wallingford, CT

2014 Chevrolet Spark 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Spark 1LT

Wallingford, CT

UnscoredInsufficient · 3
$4,888189,300 mi

Comparison: 3 similar vehicles

Wallingford, CT

1990 Saab 900

Image from the dealer's site. OAV does not own, control, or store dealer images.

1990 Saab 900

Wallingford, CT

UnscoredInsufficient · 0
$4,995234,008 mi

Wallingford, CT

2015 Subaru Impreza Sport Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Subaru Impreza Sport Limited

Wallingford, CT

UnscoredInsufficient · 4
$4,999178,799 mi

Comparison: 4 similar vehicles

Wallingford, CT

2014 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Camry LE

Wallingford, CT

Unscored
$4,999186,549 mi

Comparison: 8 similar vehicles

Wallingford, CT

2010 Volkswagen Jetta SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Volkswagen Jetta SE

Wallingford, CT

UnscoredInsufficient · 4
$4,999170,466 mi

Comparison: 4 similar vehicles

Wallingford, CT

2012 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Altima S

Wallingford, CT

Unscored
$5,288178,872 mi

Comparison: 7 similar vehicles

Wallingford, CT

2012 Kia Soul Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Kia Soul Base

Wallingford, CT

Unscored
$5,288168,442 mi

Comparison: 16 similar vehicles

Wallingford, CT

2011 Ford Escape Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford Escape Limited

Wallingford, CT

Unscored
$5,288198,294 mi

Comparison: 15 similar vehicles

Wallingford, CT

2010 Chevrolet Malibu 1LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Malibu 1LS

Wallingford, CT

UnscoredInsufficient · 3
$5,474142,463 mi

Comparison: 3 similar vehicles

Wallingford, CT

2012 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Fusion SE

Wallingford, CT

Unscored
$5,488178,915 mi

Comparison: 42 similar vehicles

Wallingford, CT

2011 Chrysler 200 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chrysler 200 Limited

Wallingford, CT

UnscoredInsufficient · 4
$5,488134,095 mi

Comparison: 4 similar vehicles

Wallingford, CT

2014 FIAT 500e Battery Electric

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 FIAT 500e Battery Electric

Wallingford, CT

UnscoredInsufficient · 0
$5,55594,631 mi

Wallingford, CT

2008 Honda Element EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Honda Element EX

Wallingford, CT

Unscored
$5,555246,744 mi

Comparison: 8 similar vehicles

Wallingford, CT

2008 Acura RDX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Acura RDX Base

Wallingford, CT

Unscored
$5,555187,726 mi

Comparison: 8 similar vehicles

Wallingford, CT

2013 Kia Soul Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Soul Base

Wallingford, CT

Unscored
$5,688153,650 mi

Comparison: 6 similar vehicles

Wallingford, CT

2012 FIAT 500 Pop

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 FIAT 500 Pop

Wallingford, CT

Unscored
$5,88867,293 mi

Comparison: 6 similar vehicles

Wallingford, CT

2007 Honda Civic EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Honda Civic EX

Wallingford, CT

Unscored
$5,977170,931 mi

Comparison: 10 similar vehicles

Wallingford, CT

2013 Nissan Versa Sedan SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Versa Sedan SL

Wallingford, CT

UnscoredInsufficient · 0
$5,988131,420 mi

Wallingford, CT

2012 Chevrolet Impala 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Impala 2FL

Wallingford, CT

Unscored
$5,988124,670 mi

Comparison: 6 similar vehicles

Wallingford, CT

2009 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Dodge Journey SXT

Wallingford, CT

UnscoredInsufficient · 3
$5,98877,800 mi

Comparison: 3 similar vehicles

Wallingford, CT

2018 Dodge Journey GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Dodge Journey GT

Wallingford, CT

Unscored
$5,999158,920 mi

Comparison: 17 similar vehicles

Wallingford, CT

2016 Subaru Impreza Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Subaru Impreza Premium

Wallingford, CT

UnscoredInsufficient · 3
$5,999163,564 mi

Comparison: 3 similar vehicles

Wallingford, CT

2015 Chevrolet Traverse 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Traverse 2LT

Wallingford, CT

Unscored
$5,999161,000 mi

Comparison: 20 similar vehicles

Wallingford, CT

2014 Subaru Impreza 2.0I

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Subaru Impreza 2.0I

Wallingford, CT

Unscored
$5,999134,962 mi

Comparison: 32 similar vehicles

Wallingford, CT

2012 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Altima S

Wallingford, CT

Unscored
$5,999160,745 mi

Comparison: 8 similar vehicles

Wallingford, CT

2011 Honda Fit Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Honda Fit Base

Wallingford, CT

Unscored
$5,999170,233 mi

Comparison: 6 similar vehicles

Wallingford, CT

2008 Subaru Outback 2.5i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Subaru Outback 2.5i

Wallingford, CT

Unscored
$5,999158,754 mi

Comparison: 15 similar vehicles

Wallingford, CT

2008 Honda CR-V EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Honda CR-V EX-L

Wallingford, CT

Unscored
$5,999182,750 mi

Comparison: 34 similar vehicles

Wallingford, CT

2013 Dodge Grand Caravan SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Dodge Grand Caravan SE

Wallingford, CT

Unscored
$6,488131,510 mi

Comparison: 17 similar vehicles

Wallingford, CT

2013 Audi A4 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Audi A4 Premium

Wallingford, CT

Unscored
$6,590111,976 mi

Comparison: 5 similar vehicles

Wallingford, CT

2004 Mercedes-Benz SLK-Class SLK230 Kompressor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Mercedes-Benz SLK-Class SLK230 Kompressor

Wallingford, CT

UnscoredInsufficient · 0
$6,888126,377 mi

Wallingford, CT

2011 Acura RDX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Acura RDX Base

Wallingford, CT

UnscoredInsufficient · 3
$7,091111,324 mi

Comparison: 3 similar vehicles

Wallingford, CT

2004 Honda Element EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Honda Element EX

Wallingford, CT

Unscored
$7,190181,730 mi

Comparison: 8 similar vehicles

Wallingford, CT

2008 Chevrolet Malibu LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chevrolet Malibu LT

Wallingford, CT

Unscored
$7,47774,041 mi

Comparison: 5 similar vehicles

Wallingford, CT

2011 Chevrolet Impala 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Impala 2FL

Wallingford, CT

Fair PriceLimited · 11
$7,57791,931 mi

Market: $1,800 – $7,893

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Wallingford, CT

2015 Ford Explorer Utility Police Interceptor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Explorer Utility Police Interceptor

Wallingford, CT

Fair PriceModerate · 38
$7,77774,636 mi

Market: $5,999 – $9,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Wallingford, CT

2009 Porsche Cayenne Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Porsche Cayenne Base

Wallingford, CT

UnscoredInsufficient · 0
$7,889141,821 mi

Wallingford, CT

2013 Honda Accord EX-L V6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Accord EX-L V6

Wallingford, CT

Unscored
$7,995162,194 mi

Comparison: 5 similar vehicles

Wallingford, CT

2011 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 BMW 3 Series 328i

Wallingford, CT

Fair PriceLimited · 10
$7,99697,139 mi

Market: $4,999 – $10,888

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Wallingford, CT

2012 Jeep Liberty Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Jeep Liberty Sport

Wallingford, CT

Unscored
$7,999109,740 mi

Comparison: 5 similar vehicles

Wallingford, CT

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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